RStudio - The Editor is for static code like scripts or R Markdown documents - Send code to the Console to run it - The Console can be used for quickly testing code on the fly - R code goes within what is called a chunk (the gray box with a green play button)

📃RStudio Cheatsheet

Basic R - Use c() to combine vectors - Use <- to save (assign) values to objects - if you don’t use <- to reassign objects that you want to modify, they will stay the same - length(), class(), and str() tell you information about an object - head() and tail() can also help you inspect an object

Content adapted from Candace Savonen.

Regularly cleaning your environment and trying your code again, can help ensure that your code is running as expected.

Occasionally we might forget to save a step of our code in our R Markdown file that we ran only in the console. This will help us figure that out.

Regularly checking if your file knits will help you spot a missing step or error earlier when you have less code to try to identify where your code might have gone wrong.

Provide sufficient detail so that you can understand what you did.

Use set.seed() : sets the starting state for the random number generator (RNG) in R.

 [1] 10  7  6  3  1  2  5  9  4  8

Before:

After knit:

Go to Help > Cheat Sheets > R Markdown Cheat Sheet (which will download it)

Or checkout Help > Cheat Sheets > R Markdown Reference Guide

Or checkout the 🏠 Class Website!

🏠 Class Website
💻 Lab

These are just some quick tips, for more information:

• Reproducibility in Cancer Informatics course
• Advanced Reproducibility in Cancer Informatics course
• The RMarkdown book
• Jenny Bryan’s organizational strategies.
• Write efficient R code for science.

To help make your work more reproducible:

• Use RMarkdown
• Clean your environment regularly
• Check the knit of your RMarkdown regularly
• Tell your future self and others what you did!
• Print session info!

🏠 Class Website

Image by Gerd Altmann from Pixabay